Blind Face Restoration on CelebA-Test

Metric: SSIM (higher is better)

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Results

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#	Model↕	SSIM▼	Extra Data	Paper	Date↕	Code
1	PMRF	0.7073	No	Posterior-Mean Rectified Flow: Towards Minimum M...	2024-10-01	Code
2	DifFace	0.703	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
3	DeblurGANv2*	0.6952	No	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...	2019-08-10	Code
4	PULSE	0.682	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
5	GFP-GAN	0.6777	No	Towards Real-World Blind Face Restoration with G...	2021-01-11	Code
6	mGANprior	0.6758	No	Image Processing Using Multi-Code GAN Prior	2019-12-15	Code
7	GLEAN	0.666	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
8	PSFRGAN	0.6557	No	Progressive Semantic-Aware Style Transformation ...	2020-09-18	Code
9	GFPGAN	0.631	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
10	PSFRGAN	0.63	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
11	DFDNet	0.629	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code
12	HiFaceGAN	0.6195	No	HiFaceGAN: Face Renovation via Collaborative Sup...	2020-05-11	Code
13	CodeFormer	0.61	No	Towards Robust Blind Face Restoration with Codeb...	2022-06-22	Code
14	DiffBIR	0.5971	No	DiffBIR: Towards Blind Image Restoration with Ge...	2023-08-29	Code
15	VQFR	0.585	No	DifFace: Blind Face Restoration with Diffused Er...	2022-12-13	Code